README.md

---
title: Liquefaction Probability Calculator V1.0
emoji: 🌊
colorFrom: blue
colorTo: red
sdk: streamlit
sdk_version: 1.29.0
app_file: app.py
pinned: false
---

# Liquefaction Probability Calculator V1.0

This application predicts liquefaction probability using a deep learning model that combines LSTM, Transformer, and FFT-based approaches.

## Description

The Liquefaction Probability Calculator takes soil, earthquake, and site data as input and predicts the probability of liquefaction occurrence. It also provides SHAP (SHapley Additive exPlanations) analysis to explain the model's predictions.

## Requirements